This phase II trial studies how well Akt inhibitor MK2206 works in treating patients with progressive, recurrent, or metastatic adenoid cyst carcinoma (cancer). Akt inhibitor MK2206 may stop the growth of tumor cells by blocking some of the enzymes needed for cell growth.